Identifying Bias in Non-Fiction

Active learning in this topic helps students move beyond passive reading to critical engagement. When learners annotate and rewrite texts in pairs or groups, they internalise how bias functions in real writing, making abstract concepts concrete. This hands-on approach builds the confidence they need to question non-fiction texts independently.

• Class 9
• English
• 4 activities
• 20 min–45 min

Learning Objectives

1. Analyze travelogue excerpts to identify specific instances of subjective language and loaded terms.
2. Critique non-fiction passages for potential authorial bias, citing evidence from word choice and selective detail.
3. Explain how linguistic markers signal a shift from objective reporting to subjective interpretation in a text.
4. Compare two non-fiction accounts of the same event or place to evaluate differences in perspective and bias.

Formal Debate

⏱ 30 min·Pairs

Pair Annotation: Bias Hunt

Provide excerpts from travel accounts. In pairs, students highlight facts in green, opinions in yellow, and biased words in red. They discuss and list three linguistic markers per pair, then share with the class.

Prepare & details

Explain how a reader can identify bias in a supposedly objective travel account.

Facilitation Tip: During Pair Annotation, give each pair a different coloured pen for facts versus opinions to make patterns visually clear.

Setup: Standard classroom arrangement with desks rearranged into two facing rows or small clusters for group debates. No specialist equipment required. A whiteboard or chart paper for tracking argument points is helpful. Can be run outdoors or in a school hall for larger Oxford-style whole-class formats.

Materials: Printed position cards and argument scaffolds (A4, black and white), NCERT textbook and any board-approved reference materials, Timer (a phone or wall clock is sufficient), Scoring rubric for audience evaluators, Exit slip or written reflection sheet for individual assessment

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Formal Debate

⏱ 45 min·Small Groups

Small Group Debate: Biased or Balanced?

Divide class into small groups, each analysing a non-fiction passage. Groups prepare arguments on whether it shows bias, citing evidence. Hold a class debate where groups defend positions and vote on the most convincing analysis.

Prepare & details

Analyze what linguistic markers signal a transition from fact to opinion in a non-fiction text.

Facilitation Tip: For Small Group Debate, assign roles like ‘fact checker’ or ‘perspective analyst’ to structure participation.

Setup: Standard classroom arrangement with desks rearranged into two facing rows or small clusters for group debates. No specialist equipment required. A whiteboard or chart paper for tracking argument points is helpful. Can be run outdoors or in a school hall for larger Oxford-style whole-class formats.

Materials: Printed position cards and argument scaffolds (A4, black and white), NCERT textbook and any board-approved reference materials, Timer (a phone or wall clock is sufficient), Scoring rubric for audience evaluators, Exit slip or written reflection sheet for individual assessment

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Formal Debate

⏱ 35 min·Whole Class

Whole Class Rewrite Relay

Display a biased travel text on the board. Students take turns rewriting sentences from biased to neutral, using reported speech. Class votes on improvements and discusses changes.

Prepare & details

Critique a non-fiction passage for potential biases based on the author's word choice.

Facilitation Tip: In Whole Class Rewrite Relay, display each rewritten sentence on the board and ask the class to vote on the most neutral version.

Setup: Standard classroom arrangement with desks rearranged into two facing rows or small clusters for group debates. No specialist equipment required. A whiteboard or chart paper for tracking argument points is helpful. Can be run outdoors or in a school hall for larger Oxford-style whole-class formats.

Materials: Printed position cards and argument scaffolds (A4, black and white), NCERT textbook and any board-approved reference materials, Timer (a phone or wall clock is sufficient), Scoring rubric for audience evaluators, Exit slip or written reflection sheet for individual assessment

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Formal Debate

⏱ 20 min·Individual

Individual Text Audit

Assign a short news article. Individually, students create a bias checklist: word choice, omissions, tone. They score the text and justify in a one-paragraph reflection shared later.

Prepare & details

Explain how a reader can identify bias in a supposedly objective travel account.

Facilitation Tip: During Individual Text Audit, provide a checklist with examples of loaded language and selective details to guide analysis.

Setup: Standard classroom arrangement with desks rearranged into two facing rows or small clusters for group debates. No specialist equipment required. A whiteboard or chart paper for tracking argument points is helpful. Can be run outdoors or in a school hall for larger Oxford-style whole-class formats.

Materials: Printed position cards and argument scaffolds (A4, black and white), NCERT textbook and any board-approved reference materials, Timer (a phone or wall clock is sufficient), Scoring rubric for audience evaluators, Exit slip or written reflection sheet for individual assessment

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Teaching This Topic

Teachers should model the process by thinking aloud while annotating a sample text, showing how they notice loaded adjectives or omitted details. It is important to avoid framing bias as ‘good or bad’; instead, focus on how language shapes meaning. Research suggests repeated exposure to varied texts helps students internalise these patterns faster than isolated lessons.

What to Expect

By the end of these activities, students will reliably distinguish between verifiable facts and subjective interpretations in non-fiction. They will use linguistic cues to identify bias and practise rewriting biased sentences into neutral forms. Most importantly, they will articulate how an author’s choices reflect perspective.

Watch Out for These Misconceptions

Common Misconception

During Pair Annotation: Bias Hunt, some students may assume all non-fiction texts are completely objective.

What to Teach Instead

During Pair Annotation: Bias Hunt, circulate and ask each pair to compare their annotations. Guide them to note where facts are presented without context or where opinions are slipped in as statements, using the checklist as evidence.

Common Misconception

During Small Group Debate: Biased or Balanced?, students may think bias appears only in obvious opinions.

What to Teach Instead

During Small Group Debate: Biased or Balanced?, provide each group with a table showing how selective details create bias even in factual reporting, such as leaving out key events to support a claim.

Common Misconception

During Whole Class Rewrite Relay, learners might believe an author's background never influences reporting.

What to Teach Instead

During Whole Class Rewrite Relay, ask students to research the author’s name or affiliation briefly before rewriting. Have them note how this context might shape the language they are correcting.

Assessment Ideas

Exit Ticket

After Pair Annotation: Bias Hunt, give students a short paragraph from a travel article. Ask them to underline two examples of loaded language and one instance of selective detail, then write one sentence explaining how these elements create bias.

Discussion Prompt

During Small Group Debate: Biased or Balanced?, present two different news headlines about the same event. Ask students: 'What words in these headlines suggest a particular viewpoint? How might the articles themselves differ in their reporting based on these headlines?' Facilitate a brief class discussion on identifying initial bias signals.

Quick Check

After Individual Text Audit, give students a list of adjectives like 'stunning', 'adequate', 'chaotic', 'peaceful', 'ordinary'. Ask them to classify each as typically objective or subjective, and briefly explain their reasoning for two of the words.

Extensions & Scaffolding

• Challenge early finishers to find a biased sentence in a current news app and rewrite it neutrally, sharing both versions in a gallery walk.
• Scaffolding for struggling students: provide partially annotated texts with gaps for them to fill in missing cues.
• Deeper exploration: invite students to research the author’s background and connect it to the language choices they identified in the text.

Key Vocabulary

Bias	A prejudice or inclination that prevents impartial consideration of a question. In non-fiction, it means presenting information in a way that unfairly favors one side or viewpoint.
Objective Reporting	Presenting facts and information without personal feelings or interpretations. It focuses on verifiable data and neutral language.
Subjective Interpretation	Presenting information based on personal opinions, beliefs, or feelings. It often uses emotive language and personal viewpoints.
Loaded Language	Words or phrases that carry strong emotional connotations, intended to influence an audience's attitude. Examples include 'miraculous', 'disastrous', 'brilliant'.
Selective Detail	Choosing to include certain facts or details while omitting others to create a specific impression or support a particular viewpoint.